Making access logs smarter for faster threat detection

Making access logs smarter for faster threat detection

Complex system access logs for admins

Complex system access logs for admins

Fragmented logs made login journeys hard
to understand.

Fragmented logs made login journeys hard to understand.

The previous logs were messy and hard to interpret, offering too little detail to understand user activity.

In old design each login attempt appeared as
a separate entry, making
it difficult to follow a user’s full login journey. The old logs also lacked error descriptions and other important details, making them hard to interpret.

In old design each login attempt appeared as
a separate entry, making it difficult to follow a user’s full login journey. The old logs also lacked error descriptions and other important details, making them hard to interpret.

I redesigned logs to surface key context and group events into a clearer narrative.

I redesigned logs to surface key context and group events into
a clearer narrative.

We decided to show more information to users to empower them to find answers on their own — including details on where and how authentication methods were performed — and to combine related events into a single entry when they occurred within an appropriate time frame.

Still, it was my responsibility to determine exactly what needed to be shown and how. To do that, I started with a competitive analysis and early sketching.

Old logs

Separate entries for a single login journey.

The admin had to analyze each entry to understand the user’s full login story.

New logs

Consolidated login attempts into one entry to show the complete login journey.

Admins can quickly recognize when a user is having difficulty and take action by initiating an investigation if needed.

Admins can quickly recognize when
a user is having difficulty and take action by initiating an investigation if needed.

Expert feedback on early sketches guided the initial design, allowing timely delivery under crunch time.

With limited time, I worked closely with a security engineer who represented both the user and expert perspective to define what data would be most useful and feasible.

With limited time,
I worked closely with a security engineer who represented both the user and expert perspective to define what data would be most useful and feasible.

I shared early sketches for feedback — the first step in the iteration process.

At first new UI included two main zones: alerts and second new logs.

Later only logs where prioritized as an MVP.

Mid-fi design used to get early feedback from a security expert.

The final design focused on logs with clear context and narrative, enabling admins
to perform quick or in-depth analysis.

I introduced powerful filter that makes finding the right data fast and effortless.

The final action summarizes the login journey, showing how users access the platform.

Clear iconography helps admins focus on what matters and expand entries for details.

Showing names instead of IDs for easier recognition.

Alerts draw attention to unusual or critical activity

After launch, the redesigned logs improved admin investigations, reduced CS tickets by 42%, and became a UI pattern adopted by other teams.

After Access logs launched, support tickets about admin access issues dropped by 42%, unblocking admins and speeding up issue investigation.

The table design was later adopted by another teams for Clever’s identity product—an intern was able to implement it despite the complex UI, and Audit logs.

Dropdown with details

Designing a new product that drove 30% of paid revenue in its first year

Unlocking faster logins for 50M+ SSO users

Bringing vision of a Identity Thread Detection tool as
a potential new revenue stream for Clever

Helping shorten the costly drug discovery process by saving scientists hours on monotonous tasks

Designing a new product that drove 30% of paid revenue in its first year

Unlocking faster logins for 50M+ SSO users

Bringing vision of a Identity Thread Detection tool as
a potential new revenue stream for Clever

Helping shorten the costly drug discovery process by saving scientists hours on monotonous tasks

Get in touch

Based in San Jose California

Get in touch

Based in San Jose California